@article{dgmadeeplearningalgorithmforsolving,
  title = {DGM: A deep learning algorithm for solving partial differential equations},
  author = {Justin Sirignano and Konstantinos Spiliopoulos},
  year = {2017},
  eprint = {1708.07469},
  archivePrefix = {arXiv},
  url = {http://arxiv.org/abs/1708.07469v5},
}